RNN unscaled results

Glove embeddings

64 dimensional RNN

1 hidden layer

2 hidden layers

0.0001 lr

2020-05-19 23:19:25,110 - INFO - allennlp.common.util - Metrics: {
  "best_epoch": 35,
  "peak_cpu_memory_MB": 1715.32,
  "peak_gpu_0_memory_MB": 1,
  "peak_gpu_1_memory_MB": 636,
  "training_duration": "0:01:44.572271",
  "training_start_epoch": 0,
  "training_epochs": 44,
  "epoch": 44,
  "training_pearson": 0.8755669240062097,
  "training_mae": 0.6300580370557177,
  "training_loss": 0.6342626507793154,
  "training_cpu_memory_MB": 1715.3,
  "training_gpu_0_memory_MB": 1,
  "training_gpu_1_memory_MB": 636,
  "validation_pearson": 0.7133927439166854,
  "validation_mae": 0.913505204604321,
  "validation_loss": 1.405275821685791,
  "best_validation_pearson": 0.7112064102524507,
  "best_validation_mae": 0.9231068901617251,
  "best_validation_loss": 1.3673358609278996
}

3 hidden layers